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Investigation of Issues in Data Anomaly Detection Using Deep-Learning- and Rule-Based Classifications for Long-Term Vibration Measurements

Structural health monitoring (SHM) systems are widely used for civil infrastructure monitoring. Data acquired from the SHM systems play an important role in assessing structural integrity and determining further maintenance activities. Considering that sensors in the SHM systems are installed in a h...

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Principais autores: Imdad Ullah Khan, Seunghoo Jeong, Sung-Han Sim
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-06-01
Serier:Applied Sciences
Fag:
structural health monitoring
anomaly detection
rule-based approach
deep learning
Online adgang:https://www.mdpi.com/2076-3417/14/13/5476
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